Coaching platforms
Asked as “employee coaching platform”, and as “digital coaching marketplace”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
16%
Contested · Growthspace 14%
16CoachHub14Growthspace12BetterUp59others
16% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: CoachHub (16%) replaces Growthspace (20% then, 14% now), 2 points clear, inside the 13-point floor.CoachHub leads at 16%, replacing Growthspace, which led at 20% and stands at 14% now: 2 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
15Five16%Contested▲+5Since October 2026: 11% → 16%, +5 points. Inside the 13-point floor: within noise.Standing →Mid-market
CoachHub16%Contested↗new leaderNew leader since October 2026: CoachHub (16%) replaces Growthspace (20% then, 14% now), 2 points clear, inside the 13-point floor.This pageEnterprise
BetterUp44%Clear leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.Standing →
15Five16%Contested▲+5Since October 2026: 11% → 16%, +5 points. Inside the 13-point floor: within noise.Standing →Mid-marketCoachHub16%Contested↗new leaderNew leader since October 2026: CoachHub (16%) replaces Growthspace (20% then, 14% now), 2 points clear, inside the 13-point floor.This pageEnterpriseBetterUp44%Clear leader▼−2Since October 2026: 46% → 44%, −2 points. Inside the 13-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01CoachHub16%15%46accepted challenger▲+12Since October 2026: 4% → 16%, +12 points. Inside the 13-point floor: within noise.4% → 16%
CoachHub16%15%46accepted challenger▲+12Since October 2026: 4% → 16%, +12 points. Inside the 13-point floor: within noise.4% → 16%02
Growthspace14%0%25accepted challenger▼−6Since October 2026: 20% → 14%, −6 points. Inside the 13-point floor: within noise.20% → 14%
Growthspace14%0%25accepted challenger▼−6Since October 2026: 20% → 14%, −6 points. Inside the 13-point floor: within noise.20% → 14%03BetterUp12%30%54criticized challenger▲+8Since October 2026: 4% → 12%, +8 points. Inside the 13-point floor: within noise.4% → 12%
BetterUp12%30%54criticized challenger▲+8Since October 2026: 4% → 12%, +8 points. Inside the 13-point floor: within noise.4% → 12%04
Torch10%0%27accepted challenger▼−1Since October 2026: 11% → 10%, −1 point. Inside the 13-point floor: within noise.11% → 10%
Torch10%0%27accepted challenger▼−1Since October 2026: 11% → 10%, −1 point. Inside the 13-point floor: within noise.11% → 10%05
Boon Health8%0%21accepted challenger▲+3Since October 2026: 5% → 8%, +3 points. Inside the 13-point floor: within noise.5% → 8%
Boon Health8%0%21accepted challenger▲+3Since October 2026: 5% → 8%, +3 points. Inside the 13-point floor: within noise.5% → 8%06
Simply.Coach2%0%20accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise.5% → 2%
Simply.Coach2%0%20accepted challenger▼−3Since October 2026: 5% → 2%, −3 points. Inside the 13-point floor: within noise.5% → 2%07
CoachAccountable2%0%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
CoachAccountable2%0%14accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%08
EZRA2%0%13accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%
EZRA2%0%13accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise.2% → 2%Show the two products at 0%, ordered by negative rate
10
Kajabi0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Kajabi0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%09
Paperbell0%0%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Paperbell0%0%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
CoachHub vs Boon HealthCoachHub vs Simply.CoachCoachHub vs CoachAccountableCoachHub vs EZRAGrowthspace vs BetterUpGrowthspace vs TorchGrowthspace vs Boon HealthGrowthspace vs Simply.CoachGrowthspace vs CoachAccountableGrowthspace vs EZRABetterUp vs TorchBetterUp vs Boon HealthBetterUp vs Simply.CoachBetterUp vs CoachAccountableBetterUp vs EZRATorch vs Boon HealthTorch vs Simply.CoachTorch vs CoachAccountableTorch vs EZRABoon Health vs Simply.CoachBoon Health vs CoachAccountableBoon Health vs EZRASimply.Coach vs CoachAccountableSimply.Coach vs EZRACoachAccountable vs EZRA
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01CoachHub16%
CoachHub16%02Growthspace14%
Growthspace14%03BetterUp12%
BetterUp12%04Torch10%
Torch10%05Boon Health8%
Boon Health8%06Simply.Coach2%
Simply.Coach2%07CoachAccountable2%
CoachAccountable2%08EZRA2%
EZRA2%09Paperbell0%
Paperbell0%10Kajabi0%
Kajabi0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
BetterUp30%
16 of 54 labels negative · 8 of 14 models · 3 hard negative
“What to Avoid on a Tight Budget - BetterUp and CoachHub — these are enterprise platforms that traditionally charge $3,000–$5,000+ per user/year” DeepSeek V4 Flash, budget prompt
Lurn
100%
7 of 7 labels negative · 7 of 14 models · 7 hard negative
“The FTC sued over unsupported earnings claims and later sent refunds to consumers who bought its coaching or mentoring programs.” GPT-6 Luna, negative prompt
CoachHub15%
7 of 46 labels negative · 6 of 14 models · 2 hard negative
“Platforms to Avoid on a Tight Budget - BetterUp and CoachHub: Enterprise-grade ... typically very expensive” Kimi K2, budget prompt
Automators AI
100%
3 of 3 labels negative · 3 of 14 models · 3 hard negative
“FTC charged them in 2023 with a scheme promising AI-powered profitable stores... bilking consumers out of tens of millions” Grok 4.20, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
71 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 772 links across 198 sites, every framing counted. Ranked by the number of answers carrying the site or page. 28 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
36 answers · 61 citations · 12 models
31 answers · 48 citations · 12 models
25 answers · 27 citations · 9 models
vendor site · Easygenerator22 answers · 24 citations · 11 models
vendor site · Disprz17 answers · 17 citations · 9 models
vendor site · CoachHub16 answers · 20 citations · 9 models
vendor site · Growthspace14 answers · 19 citations · 7 models
vendor site · Torch14 answers · 16 citations · 8 models
13 answers · 20 citations · 8 models
vendor site · G212 answers · 16 citations · 6 models
12 answers · 12 citations · 8 models
vendor site · Coachello11 answers · 14 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
24 answers · 9 models
17 answers · 9 models
15 answers · 7 models
14 answers · 7 models
14 answers · 8 models
13 answers · 8 models
13 answers · 7 models
12 answers · 10 models
10 answers · 8 models
9 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employee coaching platform”, “coaching platforms”, “employee coaching platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| CoachHub coachhub.com | 16% | 133 | 1,900 | 18 | 35,044 | 7 | 1 |
| Growthspace growthspace.com | 14% | 71 | 390 | 11 | 44,789 | 0 | |
| BetterUp betterup.com | 12% | 147 | 9,900 | 354 | 1,159,872 | 0 | 5 |
| Torch torch.io | 10% | 63 | 90,500 | 54,246 | 4,013 | 12 | |
| Boon boon-health.com Boon Health 8% | 8% | 48 | 140 | 108 | 395 | 4 | 4 |
| 15Five 15five.com | 8% | 352 | 6,600 | 32 | 32,362 | 22 | |
| Marlee getmarlee.com | 8% | 12 | |||||
| Coaching Loft coachingloft.com | 6% | 18 | |||||
| Disprz disprz.ai | 6% | 66 | |||||
| Simply.Coach simply.coach | 2% | 72 | 320 | 0 | 6,500 | 7 | 7 |
Google's top ten for the three searches hold 20 sites; 5 of them are among the sites the models cited here (boon-health.com, coachello.ai, coachhub.com, coachilly.com, simply.coach). The first result for “best employee coaching platform” is mentorcliq.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best employee coaching platform for a mid-market B2B company?”Paraphrase“Which digital coaching marketplace would you recommend to a mid-sized B2B company?”Comparative“What are the top coaching platforms and how do they differ?”Budget-constrained“What is the best employee coaching platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an employee coaching platform. What should we look at?”Negative“Which coaching platforms should I avoid or be cautious about?”
Claude Haiku 4.5Torchno first choiceChangedKajabi15Fiveno first choiceagainst: CoachUp, International Coach Federation, Next Level Coaching Academy, Nudge Coach, Profi
Four alternatives
Avoma, Boon Health, Spekit, TalentLMSSix alternatives
Circle, Coachello, Exec, Simplero, Simply.Coach, UpCoachThree alternatives
Coaching Loft, Lattice, SatoriGPT-5.4 miniCoachHubBetterUpChangedPaperbellagainst: Acuity Scheduling, CalendlyCoachingPortalagainst: BetterUp, CoachHubno first choicenothing named
Six alternatives
Chronus, Exec, Highspot, Mindtickle, Seismic, TenorFour alternatives
BetterUp, CoachAccountable, Dubsado, HoneyBookFour alternatives
PT Distinction, Simply.Coach, Trainual, WeStriveGemini 3.5 FlashTorchagainst: BetterUpGrowthspaceChangedagainst: BetterUpBetterUpPushFaragainst: BetterUp, CoachHubBetterUp, EZRA, Torchagainst: Apply Knowledge, BetterUp, Digital Altitude, MOBE, Practice, TaskHuman
Six alternatives
Avoma, Boon Health, Cloverleaf, Gong, Growthspace, JiminnyFour alternatives
Boon Health, CoachHub, EZRA, TorchSixteen alternatives
CoachAccountable, CoachHub, Delenta, EZRA, EasyCoach, Exec, Growthspace, Kajabi, Mighty Networks, Paperbell, Podia, Risely, Simply.Coach, Torch, UpCoach, ValenceFour alternatives
15Five, Boon Health, Leapsome, MentornityThree alternatives
CoachHub, Sounding Board, TaskHumanPerplexity SonarGrowthspaceGrowthspaceHeldCoachAccountable, Paperbellagainst: KajabiCoaching Loftagainst: BetterUpno first choiceagainst: Lurn, Profi
Six alternatives
15Five, BetterUp, Boon Health, CoachHub, Lattice, TorchFour alternatives
BetterUp, Boon Health, CoachHub, ExecEight alternatives
Circle, Delenta, Mighty Networks, Practice Better, Quenza, Simply.Coach, UpCoach, UscreenFour alternatives
Boon Health, Exec, MentorcliQ, YoodliGrok 4.20Growthspaceagainst: BetterUp, LearnWorldsCoachHubChangedKajabi, Mighty NetworksUpCoachagainst: Absorb, CYPHER Learning, Docebo, TalentLMSno first choiceagainst: Automators AI, Coach.me, Lurn, Sheila Bella / Pretty Rich Bosses, Vision Online Inc.
Two alternatives
CoachHub, TorchThree alternatives
BetterUp, EZRA, GrowthspaceFour alternatives
CoachAccountable, LearnWorlds, Teachable, ThinkificTwo alternatives
CoachAccountable, MentorloopMistral SmallDisprzagainst: BetterUp, CoachHubGrowthspaceChangedno first choiceagainst: ZoomMarleeagainst: BetterUp, CoachHubno first choiceagainst: CoachRX, Coaches Console, Coaching Lobby, Lurn, PTDistinction, Profi, Trainerize
Three alternatives
Boon Health, Growthspace, TogetherThree alternatives
BetterUp, CoachHub, TorchThree alternatives
Mesh, Simply.Coach, Sounding BoardDeepSeek V4 FlashBoon HealthGrowthspaceChangedDelenta, KajabiMarleeagainst: BetterUp, CoachHubBetterUpagainst: Business Coach Academy, HeyCoach, Lurn
Four alternatives
BetterUp, CoachHub, Growthspace, TorchFour alternatives
BetterUp, CoachHub, Together, TorchNine alternatives
BetterUp, Circle, CoachAccountable, CoachHub, CoachVantage, Mighty Networks, Paperbell, Teachable, ThinkificOne alternative
MeshFive alternatives
Boon Health, CoachHub, Growthspace, Risely, TorchLlama 4 MaverickDisprzCoachHubChangedno first choiceCoachAccountableno first choicenothing named
Two alternatives
Growthspace, TogetherTwo alternatives
Coaching.com, Simply.CoachFive alternatives
Coachello, Coaching Loft, LifeCoachHub, Paperbell, UpCoachQwen 3.7 FlashBetterUpBetterUp, CoachHubChangedBetterUp, CoachHubCoaching Loftno first choiceagainst: Beeline, Herban Legend, Pooch Parenting, The Millionaire Coach
Four alternatives
Coachify, ExecsOnCall, Noomfy, iRelateOne alternative
MindtasticSix alternatives
EZRA, Exec, GroupApp, Paperbell, Profi, Simply.CoachTwo alternatives
Lattice, MentorloopKimi K2Boon Health, Torchagainst: BetterUpCoachHubChangedagainst: BetterUpPaperbellMarleeagainst: BetterUp, CoachHub, Lattice, MentorcliQno first choiceagainst: BetterUp, Lurn, Tony Robbins Programs
Two alternatives
CoachHub, GrowthspaceOne alternative
EZRASeven alternatives
BetterUp, CoachAccountable, CoachHub, Coaching.com, Kajabi, Passion.io, Simply.CoachFour alternatives
15Five Engage, AspireVue, Small Improvements, WorkleapGLM 4.7 FlashXBoon HealthBetterUp, CoachHubChangedno first choiceMarleeno first choiceagainst: "COACHINGLY", Automators AI, Coacheroes, IM Mastery Academy / IML / IYOVIA, Noomii.com
Four alternatives
BetterUp, CoachHub, Disprz, TorchTwo alternatives
Coachello, TorchTwo alternatives
Lattice, Simply.CoachMiniMax M2.5DisprzCoachHubChangedno first choice15Five, Latticeno first choicenothing named
Four alternatives
BetterUp, CoachHub, Growthspace, TogetherTwo alternatives
BetterUp, GrowthspaceTwo alternatives
Google Forms, NotionGPT-6 Luna15FiveTorchChangedPaperbell15Fiveno first choiceagainst: Digital Altitude, Lurn, MOBE
Three alternatives
Gong, Mindtickle, TorchOne alternative
CoachHubFour alternatives
CoachAccountable, Kajabi, Simply.Coach, UpCoachOne alternative
RapportMuse Glimmer 30BBoon Health, CoachHubGrowthspaceChangedBetterUp, CoachAccountable, PaperbellCoaching Loft, Simply.Coachagainst: BetterUp, CoachHubno first choiceagainst: Automators AI, BetterUp, Coach.me, Lurn, The Life Coach School / Brooke Castillo
Five alternatives
BetterUp, Disprz, Growthspace, Together, TorchThree alternatives
BetterUp, CoachHub, TorchFour alternatives
CoachHub, Healthie, Practice Better, TorchFour alternatives
Boon Health, CoachAccountable, UpCoach, WeStriveBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:50 | yes | 9 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:46 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:24 | yes | 11 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 11:56 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:07 | yes | 9 | 33 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:00 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:44 | yes | 22 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:27 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:27 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:13 | yes | 14 | 24 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:28 | yes | 19 | 27 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:09 | yes | 5 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:14 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:56 | yes | 11 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:06 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:31 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:15 | yes | 8 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 08:38 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:19 | yes | 9 | 30 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:39 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:50 | yes | 24 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:53 | yes | 9 | 5 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:04 | no | 0 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:26 | yes | 19 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:17 | yes | 25 | 40 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:47 | yes | 16 | 49 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:47 | yes | 3 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:35 | yes | 13 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:52 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:19 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:08 | yes | 14 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 08:41 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:26 | yes | 10 | 28 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:58 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:31 | yes | 24 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:08 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:02 | yes | 5 | 20 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:19 | yes | 10 | 71 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:18 | yes | 19 | 51 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:53 | yes | 10 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:08 | yes | 5 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:10 | yes | 15 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:21 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:26 | yes | 5 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:42 | yes | 5 | 15 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:47 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:09 | yes | 5 | 32 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:11 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:43 | yes | 19 | 17 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:06 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:44 | yes | 5 | 19 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:56 | yes | 22 | 53 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:11 | yes | 21 | 52 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:27 | no | 0 | 13 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:57 | yes | 2 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:40 | yes | 13 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:01 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:44 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:43 | no | 0 | 11 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:50 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 5 | 35 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:41 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:49 | yes | 24 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:52 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:50 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:29 | yes | 8 | 63 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:41 | yes | 13 | 41 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:54 | no | 0 | 42 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:31 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:35 | yes | 13 | 28 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:50 | yes | 9 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:32 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:10 | yes | 9 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 08:53 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 14 | 34 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:45 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:10 | yes | 22 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:15 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:03 | no | 0 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:23 | yes | 24 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:25 | yes | 22 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:07 | no | 0 | 17 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:50 | yes | 4 | 14 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:06 | yes | 23 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Boon read as Boon Health
Unresolved, counted raw
"COACHINGLY"
Apply Knowledge
AspireVue
BridgeAthletic
CTI
Center for Creative Leadership (CCL)
Co-Active
CoachMePlus
Coacheroes
Coachify (by Vantage Point)
CoachingPortal
Coachway
ExecsOnCall
Exemplar
Galvanize
Healthie
Herban Legend
HeyCoach
IM Mastery Academy / IML / IYOVIA
International Coach Federation (ICF)
Life Coach Hub
Marshall Goldsmith
Mindtastic
Next Level Coaching Academy
Noomfy
Noomii.com
Pooch Parenting
Psychology Today
Sheila Bella / Pretty Rich Bosses
Simplero
SoundingBoard
Sportlyzer
TeamBuildr
Teamworks AMS
Tenor
The Life Coach School / Brooke Castillo
The Millionaire Coach
Tony Robbins Programs
TrainHeroic
Uscreen
adiscover
iRelate
Discontinued, still offered
No shut-down product was recommended here.